DEVELOPMENT... OpenML
Run
148973

Run 148973

Task 3888 (Supervised Classification) grub-damage Uploaded 06-02-2015 by Felicia West
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Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7999
Per class
F measure
0.7408
Per class
Kappa
0.3878
KB relative information score
13.1603
Mean absolute error
0.3985
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7387
Per class
Predictive accuracy
0.7484
Prior entropy
0.9027
Recall
0.7484
Per class
Relative absolute error
0.9199
Root mean prior squared error
0.465
Root mean squared error
0.4244
Root relative squared error
0.9128
SciMark benchmark
934.5243
UserCPU time millis
110
UserCPU time millis training
110